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data-science

Different data science project (currently two)

Creature Predictions

The first project consist in predicting the type of creatures (Ghost, Goblin, or Ghoul) based on the following attributes :

  • bone_length: average length of bone in the creature, normalized between 0 and 1
  • rotting_flesh: percentage of rotting flesh in the creature
  • hair_length: average hair length, normalized between 0 and 1
  • has_soul: percentage of soul in the creature
  • color: dominant color of the creature: 'white','black','clear','blue','green','blood'

House Prices: Advanced Regression Techniques

Kaggle is a famous website for learning and practising data sciences challenges. This is my attempt for this well-known challenge. This algorithm has reached the current top 17% (842/4746).

More information about this challenge are available on the Kaggle website.

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